Overview
Brought to you by YData
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 893 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 676.5 KiB |
| Average record size in memory | 775.8 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 8 |
| Text | 3 |
CPU is highly overall correlated with Ram | High correlation |
Ram is highly overall correlated with CPU | High correlation |
Unnamed: 0 is highly overall correlated with Unnamed: 0.1 | High correlation |
Unnamed: 0.1 is highly overall correlated with Unnamed: 0 | High correlation |
price is highly overall correlated with resolution_height and 1 other fields | High correlation |
resolution_height is highly overall correlated with price and 1 other fields | High correlation |
resolution_width is highly overall correlated with price and 1 other fields | High correlation |
ROM is highly imbalanced (55.5%) | Imbalance |
ROM_type is highly imbalanced (83.9%) | Imbalance |
OS is highly imbalanced (75.7%) | Imbalance |
warranty is highly imbalanced (75.6%) | Imbalance |
Unnamed: 0.1 is uniformly distributed | Uniform |
Unnamed: 0.1 has unique values | Unique |
Unnamed: 0 has unique values | Unique |
Reproduction
| Analysis started | 2025-04-01 04:20:35.232109 |
|---|---|
| Analysis finished | 2025-04-01 04:20:43.501815 |
| Duration | 8.27 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Unnamed: 0.1
Real number (ℝ)
High correlation  Uniform  Unique 
| Distinct | 893 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 467.1355 |
| Minimum | 0 |
|---|---|
| Maximum | 930 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 45.6 |
| Q1 | 235 |
| median | 467 |
| Q3 | 702 |
| 95-th percentile | 885.4 |
| Maximum | 930 |
| Range | 930 |
| Interquartile range (IQR) | 467 |
Descriptive statistics
| Standard deviation | 270.20977 |
|---|---|
| Coefficient of variation (CV) | 0.57843981 |
| Kurtosis | -1.1999823 |
| Mean | 467.1355 |
| Median Absolute Deviation (MAD) | 234 |
| Skewness | -0.0090534777 |
| Sum | 417152 |
| Variance | 73013.319 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 930 | 1 | 0.1% |
| 0 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| Other values (883) | 883 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 930 | 1 | |
| 929 | 1 | |
| 928 | 1 | |
| 927 | 1 | |
| 926 | 1 | |
| 925 | 1 | |
| 924 | 1 | |
| 923 | 1 | |
| 922 | 1 | |
| 921 | 1 |
Unnamed: 0
Real number (ℝ)
High correlation  Unique 
| Distinct | 893 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 521.38298 |
| Minimum | 0 |
|---|---|
| Maximum | 1019 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 47.6 |
| Q1 | 265 |
| median | 531 |
| Q3 | 784 |
| 95-th percentile | 973.4 |
| Maximum | 1019 |
| Range | 1019 |
| Interquartile range (IQR) | 519 |
Descriptive statistics
| Standard deviation | 299.9166 |
|---|---|
| Coefficient of variation (CV) | 0.57523283 |
| Kurtosis | -1.2250711 |
| Mean | 521.38298 |
| Median Absolute Deviation (MAD) | 260 |
| Skewness | -0.064904162 |
| Sum | 465595 |
| Variance | 89949.97 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1019 | 1 | 0.1% |
| 0 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| Other values (883) | 883 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 1019 | 1 | |
| 1018 | 1 | |
| 1017 | 1 | |
| 1016 | 1 | |
| 1015 | 1 | |
| 1014 | 1 | |
| 1013 | 1 | |
| 1012 | 1 | |
| 1011 | 1 | |
| 1010 | 1 |
brand
Categorical
| Distinct | 30 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.5 KiB |
| HP | |
|---|---|
| Lenovo | |
| Asus | |
| Dell | |
| Acer | |
| Other values (25) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 4.1881299 |
| Min length | 2 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | HP |
|---|---|
| 2nd row | HP |
| 3rd row | Acer |
| 4th row | Lenovo |
| 5th row | Apple |
Common Values
| Value | Count | Frequency (%) |
| HP | 186 | |
| Lenovo | 169 | |
| Asus | 157 | |
| Dell | 107 | |
| Acer | 84 | |
| MSI | 65 | 7.3% |
| Samsung | 28 | 3.1% |
| Apple | 16 | 1.8% |
| Infinix | 15 | 1.7% |
| LG | 9 | 1.0% |
| Other values (20) | 57 | 6.4% |
Length
| Value | Count | Frequency (%) |
| hp | 186 | |
| lenovo | 169 | |
| asus | 157 | |
| dell | 107 | |
| acer | 84 | |
| msi | 65 | 7.3% |
| samsung | 28 | 3.1% |
| apple | 16 | 1.8% |
| infinix | 15 | 1.7% |
| lg | 9 | 1.0% |
| Other values (20) | 57 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 403 | 10.8% |
| o | 364 | 9.7% |
| s | 361 | 9.7% |
| A | 260 | 7.0% |
| l | 240 | 6.4% |
| n | 240 | 6.4% |
| u | 206 | 5.5% |
| H | 190 | 5.1% |
| P | 187 | 5.0% |
| L | 180 | 4.8% |
| Other values (34) | 1109 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3740 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 403 | 10.8% |
| o | 364 | 9.7% |
| s | 361 | 9.7% |
| A | 260 | 7.0% |
| l | 240 | 6.4% |
| n | 240 | 6.4% |
| u | 206 | 5.5% |
| H | 190 | 5.1% |
| P | 187 | 5.0% |
| L | 180 | 4.8% |
| Other values (34) | 1109 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3740 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 403 | 10.8% |
| o | 364 | 9.7% |
| s | 361 | 9.7% |
| A | 260 | 7.0% |
| l | 240 | 6.4% |
| n | 240 | 6.4% |
| u | 206 | 5.5% |
| H | 190 | 5.1% |
| P | 187 | 5.0% |
| L | 180 | 4.8% |
| Other values (34) | 1109 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3740 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 403 | 10.8% |
| o | 364 | 9.7% |
| s | 361 | 9.7% |
| A | 260 | 7.0% |
| l | 240 | 6.4% |
| n | 240 | 6.4% |
| u | 206 | 5.5% |
| H | 190 | 5.1% |
| P | 187 | 5.0% |
| L | 180 | 4.8% |
| Other values (34) | 1109 |
name
Text
| Distinct | 815 |
|---|---|
| Distinct (%) | 91.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.6 KiB |
Length
| Max length | 75 |
|---|---|
| Median length | 44 |
| Mean length | 31.534155 |
| Min length | 13 |
Unique
| Unique | 744 ? |
|---|---|
| Unique (%) | 83.3% |
Sample
| 1st row | Victus 15-fb0157AX Gaming Laptop |
|---|---|
| 2nd row | 15s-fq5007TU Laptop |
| 3rd row | One 14 Z8-415 Laptop |
| 4th row | Yoga Slim 6 14IAP8 82WU0095IN Laptop |
| 5th row | MacBook Air 2020 MGND3HN Laptop |
| Value | Count | Frequency (%) |
| laptop | 882 | 21.8% |
| gaming | 254 | 6.3% |
| 2023 | 124 | 3.1% |
| 15 | 106 | 2.6% |
| vivobook | 105 | 2.6% |
| ideapad | 77 | 1.9% |
| 3 | 76 | 1.9% |
| inspiron | 59 | 1.5% |
| pro | 57 | 1.4% |
| 5 | 55 | 1.4% |
| Other values (975) | 2248 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3162 | 11.2% | |
| p | 1900 | 6.7% |
| o | 1846 | 6.6% |
| a | 1561 | 5.5% |
| 1 | 1246 | 4.4% |
| 0 | 1236 | 4.4% |
| t | 1079 | 3.8% |
| L | 1034 | 3.7% |
| 5 | 967 | 3.4% |
| 2 | 873 | 3.1% |
| Other values (56) | 13256 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 28160 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3162 | 11.2% | |
| p | 1900 | 6.7% |
| o | 1846 | 6.6% |
| a | 1561 | 5.5% |
| 1 | 1246 | 4.4% |
| 0 | 1236 | 4.4% |
| t | 1079 | 3.8% |
| L | 1034 | 3.7% |
| 5 | 967 | 3.4% |
| 2 | 873 | 3.1% |
| Other values (56) | 13256 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 28160 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3162 | 11.2% | |
| p | 1900 | 6.7% |
| o | 1846 | 6.6% |
| a | 1561 | 5.5% |
| 1 | 1246 | 4.4% |
| 0 | 1236 | 4.4% |
| t | 1079 | 3.8% |
| L | 1034 | 3.7% |
| 5 | 967 | 3.4% |
| 2 | 873 | 3.1% |
| Other values (56) | 13256 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 28160 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3162 | 11.2% | |
| p | 1900 | 6.7% |
| o | 1846 | 6.6% |
| a | 1561 | 5.5% |
| 1 | 1246 | 4.4% |
| 0 | 1236 | 4.4% |
| t | 1079 | 3.8% |
| L | 1034 | 3.7% |
| 5 | 967 | 3.4% |
| 2 | 873 | 3.1% |
| Other values (56) | 13256 |
price
Real number (ℝ)
High correlation 
| Distinct | 464 |
|---|---|
| Distinct (%) | 52.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79907.41 |
| Minimum | 9999 |
|---|---|
| Maximum | 450039 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 9999 |
|---|---|
| 5-th percentile | 26995.4 |
| Q1 | 44500 |
| median | 61990 |
| Q3 | 90990 |
| 95-th percentile | 199990 |
| Maximum | 450039 |
| Range | 440040 |
| Interquartile range (IQR) | 46490 |
Descriptive statistics
| Standard deviation | 60880.044 |
|---|---|
| Coefficient of variation (CV) | 0.76188233 |
| Kurtosis | 9.5323276 |
| Mean | 79907.41 |
| Median Absolute Deviation (MAD) | 22390 |
| Skewness | 2.7096943 |
| Sum | 71357317 |
| Variance | 3.7063797 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49990 | 16 | 1.8% |
| 37990 | 13 | 1.5% |
| 59990 | 12 | 1.3% |
| 79990 | 11 | 1.2% |
| 64990 | 11 | 1.2% |
| 57990 | 11 | 1.2% |
| 74990 | 11 | 1.2% |
| 62990 | 11 | 1.2% |
| 33990 | 11 | 1.2% |
| 47990 | 11 | 1.2% |
| Other values (454) | 775 |
| Value | Count | Frequency (%) |
| 9999 | 1 | 0.1% |
| 10990 | 3 | |
| 12990 | 1 | 0.1% |
| 13990 | 1 | 0.1% |
| 14490 | 1 | 0.1% |
| 14990 | 1 | 0.1% |
| 15990 | 2 | |
| 16990 | 1 | 0.1% |
| 17990 | 1 | 0.1% |
| 18990 | 2 |
| Value | Count | Frequency (%) |
| 450039 | 1 | |
| 429990 | 1 | |
| 420000 | 1 | |
| 419990 | 1 | |
| 415000 | 1 | |
| 399999 | 1 | |
| 390914 | 1 | |
| 362999 | 1 | |
| 344990 | 1 | |
| 339990 | 1 |
spec_rating
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.379026 |
| Minimum | 60 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 66 |
| median | 69.323529 |
| Q3 | 71 |
| 95-th percentile | 80 |
| Maximum | 89 |
| Range | 29 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.5415547 |
|---|---|
| Coefficient of variation (CV) | 0.07987363 |
| Kurtosis | 1.3926635 |
| Mean | 69.379026 |
| Median Absolute Deviation (MAD) | 2.3235294 |
| Skewness | 0.8621133 |
| Sum | 61955.471 |
| Variance | 30.708828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69.32352941 | 292 | |
| 60 | 48 | 5.4% |
| 71 | 44 | 4.9% |
| 70 | 43 | 4.8% |
| 62 | 42 | 4.7% |
| 64 | 39 | 4.4% |
| 67 | 39 | 4.4% |
| 66 | 37 | 4.1% |
| 65 | 37 | 4.1% |
| 69 | 35 | 3.9% |
| Other values (20) | 237 |
| Value | Count | Frequency (%) |
| 60 | 48 | |
| 61 | 7 | 0.8% |
| 62 | 42 | |
| 63 | 32 | |
| 64 | 39 | |
| 65 | 37 | |
| 66 | 37 | |
| 67 | 39 | |
| 68 | 6 | 0.7% |
| 69 | 35 |
| Value | Count | Frequency (%) |
| 89 | 5 | |
| 88 | 4 | 0.4% |
| 86 | 4 | 0.4% |
| 85 | 6 | |
| 84 | 4 | 0.4% |
| 83 | 9 | |
| 82 | 6 | |
| 81 | 3 | 0.3% |
| 80 | 12 | |
| 79 | 10 |
processor
Text
| Distinct | 184 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.7 KiB |
Length
| Max length | 33 |
|---|---|
| Median length | 31 |
| Mean length | 27.18589 |
| Min length | 5 |
Unique
| Unique | 84 ? |
|---|---|
| Unique (%) | 9.4% |
Sample
| 1st row | 5th Gen AMD Ryzen 5 5600H |
|---|---|
| 2nd row | 12th Gen Intel Core i3 1215U |
| 3rd row | 11th Gen Intel Core i3 1115G4 |
| 4th row | 12th Gen Intel Core i5 1240P |
| 5th row | Apple M1 |
| Value | Count | Frequency (%) |
| gen | 838 | |
| intel | 613 | 11.8% |
| core | 583 | 11.2% |
| i5 | 287 | 5.5% |
| amd | 265 | 5.1% |
| ryzen | 257 | 4.9% |
| 12th | 214 | 4.1% |
| 13th | 207 | 4.0% |
| i7 | 148 | 2.8% |
| 11th | 132 | 2.5% |
| Other values (135) | 1667 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4463 | ||
| e | 2376 | 9.8% |
| n | 1749 | 7.2% |
| 1 | 1516 | 6.2% |
| t | 1449 | 6.0% |
| 5 | 1193 | 4.9% |
| G | 933 | 3.8% |
| 0 | 887 | 3.7% |
| h | 832 | 3.4% |
| 3 | 819 | 3.4% |
| Other values (41) | 8060 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 24277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4463 | ||
| e | 2376 | 9.8% |
| n | 1749 | 7.2% |
| 1 | 1516 | 6.2% |
| t | 1449 | 6.0% |
| 5 | 1193 | 4.9% |
| G | 933 | 3.8% |
| 0 | 887 | 3.7% |
| h | 832 | 3.4% |
| 3 | 819 | 3.4% |
| Other values (41) | 8060 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 24277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4463 | ||
| e | 2376 | 9.8% |
| n | 1749 | 7.2% |
| 1 | 1516 | 6.2% |
| t | 1449 | 6.0% |
| 5 | 1193 | 4.9% |
| G | 933 | 3.8% |
| 0 | 887 | 3.7% |
| h | 832 | 3.4% |
| 3 | 819 | 3.4% |
| Other values (41) | 8060 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 24277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4463 | ||
| e | 2376 | 9.8% |
| n | 1749 | 7.2% |
| 1 | 1516 | 6.2% |
| t | 1449 | 6.0% |
| 5 | 1193 | 4.9% |
| G | 933 | 3.8% |
| 0 | 887 | 3.7% |
| h | 832 | 3.4% |
| 3 | 819 | 3.4% |
| Other values (41) | 8060 |
CPU
Categorical
High correlation 
| Distinct | 29 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.4 KiB |
| Quad Core, 8 Threads | |
|---|---|
| Hexa Core, 12 Threads | |
| 10 Cores (2P + 8E), 12 Threads | |
| Octa Core, 16 Threads | |
| 12 Cores (4P + 8E), 16 Threads | |
| Other values (24) |
Length
| Max length | 31 |
|---|---|
| Median length | 30 |
| Mean length | 24.673012 |
| Min length | 8 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Hexa Core, 12 Threads |
|---|---|
| 2nd row | Hexa Core (2P + 4E), 8 Threads |
| 3rd row | Dual Core, 4 Threads |
| 4th row | 12 Cores (4P + 8E), 16 Threads |
| 5th row | Octa Core (4P + 4E) |
Common Values
| Value | Count | Frequency (%) |
| Quad Core, 8 Threads | 130 | |
| Hexa Core, 12 Threads | 126 | |
| 10 Cores (2P + 8E), 12 Threads | 125 | |
| Octa Core, 16 Threads | 102 | |
| 12 Cores (4P + 8E), 16 Threads | 83 | |
| Dual Core, 4 Threads | 55 | |
| 14 Cores (6P + 8E), 20 Threads | 50 | 5.6% |
| Hexa Core (2P + 4E), 8 Threads | 44 | 4.9% |
| Octa Core (4P + 4E), 12 Threads | 43 | 4.8% |
| Dual Core, 2 Threads | 36 | 4.0% |
| Other values (19) | 99 |
Length
| Value | Count | Frequency (%) |
| threads | 867 | |
| core | 555 | |
| 421 | 8.8% | |
| 12 | 382 | 8.0% |
| cores | 337 | 7.0% |
| 8e | 277 | 5.8% |
| 16 | 222 | 4.6% |
| 8 | 178 | 3.7% |
| hexa | 170 | 3.6% |
| 2p | 169 | 3.5% |
| Other values (19) | 1203 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3888 | ||
| e | 1929 | 8.8% |
| r | 1759 | 8.0% |
| a | 1422 | 6.5% |
| s | 1204 | 5.5% |
| d | 1003 | 4.6% |
| C | 892 | 4.0% |
| o | 892 | 4.0% |
| T | 867 | 3.9% |
| h | 867 | 3.9% |
| Other values (23) | 7310 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22033 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3888 | ||
| e | 1929 | 8.8% |
| r | 1759 | 8.0% |
| a | 1422 | 6.5% |
| s | 1204 | 5.5% |
| d | 1003 | 4.6% |
| C | 892 | 4.0% |
| o | 892 | 4.0% |
| T | 867 | 3.9% |
| h | 867 | 3.9% |
| Other values (23) | 7310 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22033 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3888 | ||
| e | 1929 | 8.8% |
| r | 1759 | 8.0% |
| a | 1422 | 6.5% |
| s | 1204 | 5.5% |
| d | 1003 | 4.6% |
| C | 892 | 4.0% |
| o | 892 | 4.0% |
| T | 867 | 3.9% |
| h | 867 | 3.9% |
| Other values (23) | 7310 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22033 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3888 | ||
| e | 1929 | 8.8% |
| r | 1759 | 8.0% |
| a | 1422 | 6.5% |
| s | 1204 | 5.5% |
| d | 1003 | 4.6% |
| C | 892 | 4.0% |
| o | 892 | 4.0% |
| T | 867 | 3.9% |
| h | 867 | 3.9% |
| Other values (23) | 7310 |
Ram
Categorical
High correlation 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.9 KiB |
| 16GB | |
|---|---|
| 8GB | |
| 32GB | 40 |
| 4GB | 22 |
| 64GB | 3 |
| Other values (2) | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5610302 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 8GB |
|---|---|
| 2nd row | 8GB |
| 3rd row | 8GB |
| 4th row | 16GB |
| 5th row | 8GB |
Common Values
| Value | Count | Frequency (%) |
| 16GB | 456 | |
| 8GB | 369 | |
| 32GB | 40 | 4.5% |
| 4GB | 22 | 2.5% |
| 64GB | 3 | 0.3% |
| 12GB | 2 | 0.2% |
| 2GB | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 16gb | 456 | |
| 8gb | 369 | |
| 32gb | 40 | 4.5% |
| 4gb | 22 | 2.5% |
| 64gb | 3 | 0.3% |
| 12gb | 2 | 0.2% |
| 2gb | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 893 | |
| G | 893 | |
| 6 | 459 | |
| 1 | 458 | |
| 8 | 369 | |
| 2 | 43 | 1.4% |
| 3 | 40 | 1.3% |
| 4 | 25 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3180 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 893 | |
| G | 893 | |
| 6 | 459 | |
| 1 | 458 | |
| 8 | 369 | |
| 2 | 43 | 1.4% |
| 3 | 40 | 1.3% |
| 4 | 25 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3180 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 893 | |
| G | 893 | |
| 6 | 459 | |
| 1 | 458 | |
| 8 | 369 | |
| 2 | 43 | 1.4% |
| 3 | 40 | 1.3% |
| 4 | 25 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3180 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 893 | |
| G | 893 | |
| 6 | 459 | |
| 1 | 458 | |
| 8 | 369 | |
| 2 | 43 | 1.4% |
| 3 | 40 | 1.3% |
| 4 | 25 | 0.8% |
Ram_type
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.8 KiB |
| DDR4 | |
|---|---|
| DDR5 | |
| LPDDR5 | |
| LPDDR4X | 41 |
| LPDDR4 | 14 |
| Other values (7) | 28 |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 4.5711086 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | DDR4 |
|---|---|
| 2nd row | DDR4 |
| 3rd row | DDR4 |
| 4th row | LPDDR5 |
| 5th row | DDR4 |
Common Values
| Value | Count | Frequency (%) |
| DDR4 | 499 | |
| DDR5 | 166 | 18.6% |
| LPDDR5 | 145 | 16.2% |
| LPDDR4X | 41 | 4.6% |
| LPDDR4 | 14 | 1.6% |
| LPDDR4x | 13 | 1.5% |
| Unified | 7 | 0.8% |
| DDR3 | 3 | 0.3% |
| LPDDR5X | 2 | 0.2% |
| DDR4- | 1 | 0.1% |
| Other values (2) | 2 | 0.2% |
Length
| Value | Count | Frequency (%) |
| ddr4 | 500 | |
| ddr5 | 166 | 18.6% |
| lpddr5 | 145 | 16.2% |
| lpddr4x | 54 | 6.0% |
| lpddr4 | 14 | 1.6% |
| unified | 7 | 0.8% |
| ddr3 | 3 | 0.3% |
| lpddr5x | 3 | 0.3% |
| ddr | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 1772 | |
| R | 886 | |
| 4 | 568 | 13.9% |
| 5 | 314 | 7.7% |
| L | 216 | 5.3% |
| P | 216 | 5.3% |
| X | 43 | 1.1% |
| x | 14 | 0.3% |
| i | 14 | 0.3% |
| U | 7 | 0.2% |
| Other values (6) | 32 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4082 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 1772 | |
| R | 886 | |
| 4 | 568 | 13.9% |
| 5 | 314 | 7.7% |
| L | 216 | 5.3% |
| P | 216 | 5.3% |
| X | 43 | 1.1% |
| x | 14 | 0.3% |
| i | 14 | 0.3% |
| U | 7 | 0.2% |
| Other values (6) | 32 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4082 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 1772 | |
| R | 886 | |
| 4 | 568 | 13.9% |
| 5 | 314 | 7.7% |
| L | 216 | 5.3% |
| P | 216 | 5.3% |
| X | 43 | 1.1% |
| x | 14 | 0.3% |
| i | 14 | 0.3% |
| U | 7 | 0.2% |
| Other values (6) | 32 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4082 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 1772 | |
| R | 886 | |
| 4 | 568 | 13.9% |
| 5 | 314 | 7.7% |
| L | 216 | 5.3% |
| P | 216 | 5.3% |
| X | 43 | 1.1% |
| x | 14 | 0.3% |
| i | 14 | 0.3% |
| U | 7 | 0.2% |
| Other values (6) | 32 | 0.8% |
ROM
Categorical
Imbalance 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.8 KiB |
| 512GB | |
|---|---|
| 1TB | |
| 256GB | 42 |
| 128GB | 12 |
| 2TB | 10 |
| Other values (2) | 7 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.5487122 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 512GB |
|---|---|
| 2nd row | 512GB |
| 3rd row | 512GB |
| 4th row | 512GB |
| 5th row | 256GB |
Common Values
| Value | Count | Frequency (%) |
| 512GB | 634 | |
| 1TB | 188 | 21.1% |
| 256GB | 42 | 4.7% |
| 128GB | 12 | 1.3% |
| 2TB | 10 | 1.1% |
| 64GB | 5 | 0.6% |
| 32GB | 2 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 512gb | 634 | |
| 1tb | 188 | 21.1% |
| 256gb | 42 | 4.7% |
| 128gb | 12 | 1.3% |
| 2tb | 10 | 1.1% |
| 64gb | 5 | 0.6% |
| 32gb | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 893 | |
| 1 | 834 | |
| 2 | 700 | |
| G | 695 | |
| 5 | 676 | |
| T | 198 | 4.9% |
| 6 | 47 | 1.2% |
| 8 | 12 | 0.3% |
| 4 | 5 | 0.1% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4062 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 893 | |
| 1 | 834 | |
| 2 | 700 | |
| G | 695 | |
| 5 | 676 | |
| T | 198 | 4.9% |
| 6 | 47 | 1.2% |
| 8 | 12 | 0.3% |
| 4 | 5 | 0.1% |
| 3 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4062 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 893 | |
| 1 | 834 | |
| 2 | 700 | |
| G | 695 | |
| 5 | 676 | |
| T | 198 | 4.9% |
| 6 | 47 | 1.2% |
| 8 | 12 | 0.3% |
| 4 | 5 | 0.1% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4062 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 893 | |
| 1 | 834 | |
| 2 | 700 | |
| G | 695 | |
| 5 | 676 | |
| T | 198 | 4.9% |
| 6 | 47 | 1.2% |
| 8 | 12 | 0.3% |
| 4 | 5 | 0.1% |
| 3 | 2 | < 0.1% |
ROM_type
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.6 KiB |
| SSD | |
|---|---|
| Hard-Disk | 21 |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 3.1410974 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SSD |
|---|---|
| 2nd row | SSD |
| 3rd row | SSD |
| 4th row | SSD |
| 5th row | SSD |
Common Values
| Value | Count | Frequency (%) |
| SSD | 872 | |
| Hard-Disk | 21 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ssd | 872 | |
| hard-disk | 21 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 1744 | |
| D | 893 | |
| H | 21 | 0.7% |
| a | 21 | 0.7% |
| r | 21 | 0.7% |
| d | 21 | 0.7% |
| - | 21 | 0.7% |
| i | 21 | 0.7% |
| s | 21 | 0.7% |
| k | 21 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2805 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 1744 | |
| D | 893 | |
| H | 21 | 0.7% |
| a | 21 | 0.7% |
| r | 21 | 0.7% |
| d | 21 | 0.7% |
| - | 21 | 0.7% |
| i | 21 | 0.7% |
| s | 21 | 0.7% |
| k | 21 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2805 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 1744 | |
| D | 893 | |
| H | 21 | 0.7% |
| a | 21 | 0.7% |
| r | 21 | 0.7% |
| d | 21 | 0.7% |
| - | 21 | 0.7% |
| i | 21 | 0.7% |
| s | 21 | 0.7% |
| k | 21 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2805 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 1744 | |
| D | 893 | |
| H | 21 | 0.7% |
| a | 21 | 0.7% |
| r | 21 | 0.7% |
| d | 21 | 0.7% |
| - | 21 | 0.7% |
| i | 21 | 0.7% |
| s | 21 | 0.7% |
| k | 21 | 0.7% |
GPU
Text
| Distinct | 134 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
Length
| Max length | 47 |
|---|---|
| Median length | 35 |
| Mean length | 22.62374 |
| Min length | 8 |
Unique
| Unique | 60 ? |
|---|---|
| Unique (%) | 6.7% |
Sample
| 1st row | 4GB AMD Radeon RX 6500M |
|---|---|
| 2nd row | Intel UHD Graphics |
| 3rd row | Intel Iris Xe Graphics |
| 4th row | Intel Integrated Iris Xe |
| 5th row | Apple M1 Integrated Graphics |
| Value | Count | Frequency (%) |
| intel | 410 | |
| graphics | 324 | 9.1% |
| nvidia | 305 | 8.6% |
| geforce | 297 | 8.4% |
| rtx | 267 | 7.5% |
| amd | 229 | 6.4% |
| iris | 207 | 5.8% |
| xe | 199 | 5.6% |
| integrated | 196 | 5.5% |
| radeon | 176 | 5.0% |
| Other values (80) | 941 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2684 | 13.3% | |
| e | 1787 | 8.8% |
| I | 1407 | 7.0% |
| r | 1039 | 5.1% |
| G | 983 | 4.9% |
| t | 803 | 4.0% |
| n | 783 | 3.9% |
| a | 722 | 3.6% |
| D | 697 | 3.4% |
| c | 630 | 3.1% |
| Other values (41) | 8668 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20203 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2684 | 13.3% | |
| e | 1787 | 8.8% |
| I | 1407 | 7.0% |
| r | 1039 | 5.1% |
| G | 983 | 4.9% |
| t | 803 | 4.0% |
| n | 783 | 3.9% |
| a | 722 | 3.6% |
| D | 697 | 3.4% |
| c | 630 | 3.1% |
| Other values (41) | 8668 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20203 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2684 | 13.3% | |
| e | 1787 | 8.8% |
| I | 1407 | 7.0% |
| r | 1039 | 5.1% |
| G | 983 | 4.9% |
| t | 803 | 4.0% |
| n | 783 | 3.9% |
| a | 722 | 3.6% |
| D | 697 | 3.4% |
| c | 630 | 3.1% |
| Other values (41) | 8668 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20203 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2684 | 13.3% | |
| e | 1787 | 8.8% |
| I | 1407 | 7.0% |
| r | 1039 | 5.1% |
| G | 983 | 4.9% |
| t | 803 | 4.0% |
| n | 783 | 3.9% |
| a | 722 | 3.6% |
| D | 697 | 3.4% |
| c | 630 | 3.1% |
| Other values (41) | 8668 |
display_size
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.173751 |
| Minimum | 11.6 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 11.6 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 14 |
| median | 15.6 |
| Q3 | 15.6 |
| 95-th percentile | 16 |
| Maximum | 18 |
| Range | 6.4 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 0.93909503 |
|---|---|
| Coefficient of variation (CV) | 0.061889444 |
| Kurtosis | 0.56612155 |
| Mean | 15.173751 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.80858315 |
| Sum | 13550.16 |
| Variance | 0.88189948 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.6 | 464 | |
| 14 | 214 | |
| 16 | 112 | 12.5% |
| 13.3 | 28 | 3.1% |
| 16.1 | 21 | 2.4% |
| 17.3 | 14 | 1.6% |
| 11.6 | 7 | 0.8% |
| 14.1 | 7 | 0.8% |
| 17 | 5 | 0.6% |
| 13.4 | 4 | 0.4% |
| Other values (8) | 17 | 1.9% |
| Value | Count | Frequency (%) |
| 11.6 | 7 | 0.8% |
| 13.3 | 28 | 3.1% |
| 13.4 | 4 | 0.4% |
| 13.5 | 2 | 0.2% |
| 13.6 | 2 | 0.2% |
| 14 | 214 | |
| 14.1 | 7 | 0.8% |
| 14.2 | 4 | 0.4% |
| 15 | 3 | 0.3% |
| 15.3 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 18 | 1 | 0.1% |
| 17.3 | 14 | 1.6% |
| 17 | 5 | 0.6% |
| 16.2 | 2 | 0.2% |
| 16.1 | 21 | 2.4% |
| 16 | 112 | 12.5% |
| 15.6 | 464 | |
| 15.56 | 1 | 0.1% |
| 15.3 | 2 | 0.2% |
| 15 | 3 | 0.3% |
resolution_width
Real number (ℝ)
High correlation 
| Distinct | 18 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2035.3931 |
| Minimum | 1080 |
|---|---|
| Maximum | 3840 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1080 |
|---|---|
| 5-th percentile | 1366 |
| Q1 | 1920 |
| median | 1920 |
| Q3 | 1920 |
| 95-th percentile | 2880 |
| Maximum | 3840 |
| Range | 2760 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 426.07601 |
|---|---|
| Coefficient of variation (CV) | 0.20933353 |
| Kurtosis | 4.9916138 |
| Mean | 2035.3931 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8360547 |
| Sum | 1817606 |
| Variance | 181540.77 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1920 | 680 | |
| 2560 | 70 | 7.8% |
| 1366 | 41 | 4.6% |
| 2880 | 40 | 4.5% |
| 3840 | 14 | 1.6% |
| 3200 | 11 | 1.2% |
| 1080 | 8 | 0.9% |
| 1600 | 5 | 0.6% |
| 3024 | 4 | 0.4% |
| 1200 | 4 | 0.4% |
| Other values (8) | 16 | 1.8% |
| Value | Count | Frequency (%) |
| 1080 | 8 | 0.9% |
| 1200 | 4 | 0.4% |
| 1280 | 2 | 0.2% |
| 1366 | 41 | 4.6% |
| 1440 | 1 | 0.1% |
| 1600 | 5 | 0.6% |
| 1920 | 680 | |
| 2160 | 3 | 0.3% |
| 2240 | 2 | 0.2% |
| 2256 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3840 | 14 | 1.6% |
| 3456 | 4 | 0.4% |
| 3200 | 11 | 1.2% |
| 3072 | 1 | 0.1% |
| 3024 | 4 | 0.4% |
| 2880 | 40 | |
| 2560 | 70 | |
| 2496 | 2 | 0.2% |
| 2256 | 1 | 0.1% |
| 2240 | 2 | 0.2% |
resolution_height
Real number (ℝ)
High correlation 
| Distinct | 22 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1218.3247 |
| Minimum | 768 |
|---|---|
| Maximum | 3456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 768 |
|---|---|
| 5-th percentile | 1080 |
| Q1 | 1080 |
| median | 1080 |
| Q3 | 1200 |
| 95-th percentile | 1920 |
| Maximum | 3456 |
| Range | 2688 |
| Interquartile range (IQR) | 120 |
Descriptive statistics
| Standard deviation | 326.75688 |
|---|---|
| Coefficient of variation (CV) | 0.26820179 |
| Kurtosis | 5.7277028 |
| Mean | 1218.3247 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1707962 |
| Sum | 1087964 |
| Variance | 106770.06 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1080 | 577 | |
| 1200 | 101 | 11.3% |
| 1600 | 53 | 5.9% |
| 768 | 41 | 4.6% |
| 1800 | 34 | 3.8% |
| 1440 | 15 | 1.7% |
| 1920 | 13 | 1.5% |
| 2400 | 11 | 1.2% |
| 2000 | 9 | 1.0% |
| 1620 | 6 | 0.7% |
| Other values (12) | 33 | 3.7% |
| Value | Count | Frequency (%) |
| 768 | 41 | 4.6% |
| 1024 | 2 | 0.2% |
| 1080 | 577 | |
| 1200 | 101 | 11.3% |
| 1280 | 1 | 0.1% |
| 1400 | 2 | 0.2% |
| 1440 | 15 | 1.7% |
| 1504 | 1 | 0.1% |
| 1600 | 53 | 5.9% |
| 1620 | 6 | 0.7% |
| Value | Count | Frequency (%) |
| 3456 | 1 | 0.1% |
| 2560 | 6 | 0.7% |
| 2400 | 11 | 1.2% |
| 2234 | 2 | 0.2% |
| 2160 | 6 | 0.7% |
| 2000 | 9 | 1.0% |
| 1964 | 4 | 0.4% |
| 1920 | 13 | 1.5% |
| 1864 | 2 | 0.2% |
| 1800 | 34 |
OS
Categorical
Imbalance 
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.9 KiB |
| Windows 11 OS | |
|---|---|
| Windows 10 OS | 28 |
| DOS OS | 18 |
| Windows 11 OS | 15 |
| Mac OS | 12 |
| Other values (9) | 38 |
Length
| Max length | 18 |
|---|---|
| Median length | 13 |
| Mean length | 12.714446 |
| Min length | 6 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Windows 11 OS |
|---|---|
| 2nd row | Windows 11 OS |
| 3rd row | Windows 11 OS |
| 4th row | Windows 11 OS |
| 5th row | Mac OS |
Common Values
| Value | Count | Frequency (%) |
| Windows 11 OS | 782 | |
| Windows 10 OS | 28 | 3.1% |
| DOS OS | 18 | 2.0% |
| Windows 11 OS | 15 | 1.7% |
| Mac OS | 12 | 1.3% |
| Windows 10 OS | 10 | 1.1% |
| Chrome OS | 10 | 1.1% |
| Windows OS | 9 | 1.0% |
| Mac 10.15.3 OS | 2 | 0.2% |
| Ubuntu OS | 2 | 0.2% |
| Other values (4) | 5 | 0.6% |
Length
| Value | Count | Frequency (%) |
| os | 893 | |
| windows | 844 | |
| 11 | 798 | |
| 10 | 38 | 1.4% |
| dos | 20 | 0.8% |
| mac | 16 | 0.6% |
| chrome | 10 | 0.4% |
| 10.15.3 | 2 | 0.1% |
| ubuntu | 2 | 0.1% |
| 3.0 | 2 | 0.1% |
| Other values (4) | 4 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1761 | ||
| 1 | 1638 | |
| S | 914 | |
| O | 913 | |
| o | 855 | |
| n | 848 | |
| i | 848 | |
| d | 846 | |
| W | 844 | |
| w | 844 | |
| Other values (23) | 1043 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11354 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1761 | ||
| 1 | 1638 | |
| S | 914 | |
| O | 913 | |
| o | 855 | |
| n | 848 | |
| i | 848 | |
| d | 846 | |
| W | 844 | |
| w | 844 | |
| Other values (23) | 1043 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11354 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1761 | ||
| 1 | 1638 | |
| S | 914 | |
| O | 913 | |
| o | 855 | |
| n | 848 | |
| i | 848 | |
| d | 846 | |
| W | 844 | |
| w | 844 | |
| Other values (23) | 1043 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11354 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1761 | ||
| 1 | 1638 | |
| S | 914 | |
| O | 913 | |
| o | 855 | |
| n | 848 | |
| i | 848 | |
| d | 846 | |
| W | 844 | |
| w | 844 | |
| Other values (23) | 1043 |
warranty
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.7 KiB |
| 1 | |
|---|---|
| 2 | 59 |
| 3 | 9 |
| 0 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 893 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 893 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 893 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Interactions
Correlations
| CPU | OS | ROM | ROM_type | Ram | Ram_type | Unnamed: 0 | Unnamed: 0.1 | brand | display_size | price | resolution_height | resolution_width | spec_rating | warranty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CPU | 1.000 | 0.421 | 0.447 | 0.260 | 0.555 | 0.425 | 0.114 | 0.118 | 0.251 | 0.446 | 0.432 | 0.380 | 0.429 | 0.291 | 0.088 |
| OS | 0.421 | 1.000 | 0.384 | 0.397 | 0.246 | 0.331 | 0.124 | 0.147 | 0.431 | 0.289 | 0.123 | 0.287 | 0.251 | 0.032 | 0.352 |
| ROM | 0.447 | 0.384 | 1.000 | 0.440 | 0.490 | 0.280 | 0.069 | 0.062 | 0.429 | 0.297 | 0.317 | 0.217 | 0.246 | 0.234 | 0.040 |
| ROM_type | 0.260 | 0.397 | 0.440 | 1.000 | 0.373 | 0.181 | 0.125 | 0.089 | 0.278 | 0.319 | 0.089 | 0.158 | 0.112 | 0.000 | 0.000 |
| Ram | 0.555 | 0.246 | 0.490 | 0.373 | 1.000 | 0.317 | 0.060 | 0.058 | 0.481 | 0.320 | 0.487 | 0.239 | 0.294 | 0.282 | 0.061 |
| Ram_type | 0.425 | 0.331 | 0.280 | 0.181 | 0.317 | 1.000 | 0.097 | 0.086 | 0.406 | 0.332 | 0.214 | 0.252 | 0.257 | 0.186 | 0.092 |
| Unnamed: 0 | 0.114 | 0.124 | 0.069 | 0.125 | 0.060 | 0.097 | 1.000 | 1.000 | 0.165 | 0.005 | 0.185 | 0.082 | 0.010 | 0.076 | 0.105 |
| Unnamed: 0.1 | 0.118 | 0.147 | 0.062 | 0.089 | 0.058 | 0.086 | 1.000 | 1.000 | 0.159 | 0.005 | 0.185 | 0.082 | 0.010 | 0.076 | 0.109 |
| brand | 0.251 | 0.431 | 0.429 | 0.278 | 0.481 | 0.406 | 0.165 | 0.159 | 1.000 | 0.371 | 0.112 | 0.323 | 0.316 | 0.086 | 0.455 |
| display_size | 0.446 | 0.289 | 0.297 | 0.319 | 0.320 | 0.332 | 0.005 | 0.005 | 0.371 | 1.000 | 0.268 | 0.113 | 0.175 | 0.347 | 0.082 |
| price | 0.432 | 0.123 | 0.317 | 0.089 | 0.487 | 0.214 | 0.185 | 0.185 | 0.112 | 0.268 | 1.000 | 0.613 | 0.515 | 0.432 | 0.102 |
| resolution_height | 0.380 | 0.287 | 0.217 | 0.158 | 0.239 | 0.252 | 0.082 | 0.082 | 0.323 | 0.113 | 0.613 | 1.000 | 0.702 | 0.276 | 0.082 |
| resolution_width | 0.429 | 0.251 | 0.246 | 0.112 | 0.294 | 0.257 | 0.010 | 0.010 | 0.316 | 0.175 | 0.515 | 0.702 | 1.000 | 0.253 | 0.070 |
| spec_rating | 0.291 | 0.032 | 0.234 | 0.000 | 0.282 | 0.186 | 0.076 | 0.076 | 0.086 | 0.347 | 0.432 | 0.276 | 0.253 | 1.000 | 0.089 |
| warranty | 0.088 | 0.352 | 0.040 | 0.000 | 0.061 | 0.092 | 0.105 | 0.109 | 0.455 | 0.082 | 0.102 | 0.082 | 0.070 | 0.089 | 1.000 |
Missing values
Sample
| Unnamed: 0.1 | Unnamed: 0 | brand | name | price | spec_rating | processor | CPU | Ram | Ram_type | ROM | ROM_type | GPU | display_size | resolution_width | resolution_height | OS | warranty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | HP | Victus 15-fb0157AX Gaming Laptop | 49900 | 73.000000 | 5th Gen AMD Ryzen 5 5600H | Hexa Core, 12 Threads | 8GB | DDR4 | 512GB | SSD | 4GB AMD Radeon RX 6500M | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 1 | 1 | 1 | HP | 15s-fq5007TU Laptop | 39900 | 60.000000 | 12th Gen Intel Core i3 1215U | Hexa Core (2P + 4E), 8 Threads | 8GB | DDR4 | 512GB | SSD | Intel UHD Graphics | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 2 | 2 | 2 | Acer | One 14 Z8-415 Laptop | 26990 | 69.323529 | 11th Gen Intel Core i3 1115G4 | Dual Core, 4 Threads | 8GB | DDR4 | 512GB | SSD | Intel Iris Xe Graphics | 14.0 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 3 | 3 | 3 | Lenovo | Yoga Slim 6 14IAP8 82WU0095IN Laptop | 59729 | 66.000000 | 12th Gen Intel Core i5 1240P | 12 Cores (4P + 8E), 16 Threads | 16GB | LPDDR5 | 512GB | SSD | Intel Integrated Iris Xe | 14.0 | 2240.0 | 1400.0 | Windows 11 OS | 1 |
| 4 | 4 | 4 | Apple | MacBook Air 2020 MGND3HN Laptop | 69990 | 69.323529 | Apple M1 | Octa Core (4P + 4E) | 8GB | DDR4 | 256GB | SSD | Apple M1 Integrated Graphics | 13.3 | 2560.0 | 1600.0 | Mac OS | 1 |
| 5 | 5 | 5 | Acer | Extensa EX214-53 Laptop | 39990 | 62.000000 | 12th Gen Intel Core i5 1240P | 12 Cores (4P + 8E), 16 Threads | 8GB | DDR4 | 512GB | SSD | Intel Iris Xe Graphics | 14.0 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 6 | 6 | 6 | Dell | Inspiron 3520 D560896WIN9B Laptop | 36790 | 60.000000 | 12th Gen Intel Core i3 1215U | Hexa Core (2P + 4E), 8 Threads | 8GB | DDR4 | 512GB | SSD | Intel UHD Graphics | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 7 | 7 | 7 | Acer | Nitro V ANV15-51 2023 Gaming Laptop | 76990 | 63.000000 | 13th Gen Intel Core i5 13420H | Octa Core (4P + 4E), 12 Threads | 16GB | DDR5 | 512GB | SSD | 6GB NVIDIA GeForce RTX 4050 | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 8 | 8 | 8 | Asus | Vivobook 15 X1502ZA-EJ523WS Laptop | 48990 | 64.000000 | 12th Gen Intel Core i5 12500H | 12 Cores (4P + 8E), 16 Threads | 8GB | DDR4 | 512GB | SSD | Intel Iris Xe | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 9 | 9 | 9 | Samsung | Galaxy Book2 Pro 13 Laptop | 74990 | 68.000000 | 12th Gen Intel Core i5 1240P | 12 Cores (4P + 8E), 16 Threads | 16GB | LPDDR5 | 512GB | SSD | Intel Iris Xe Graphics | 13.3 | 1080.0 | 1920.0 | Windows 11 OS | 1 |
| Unnamed: 0.1 | Unnamed: 0 | brand | name | price | spec_rating | processor | CPU | Ram | Ram_type | ROM | ROM_type | GPU | display_size | resolution_width | resolution_height | OS | warranty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 883 | 921 | 1010 | Dell | G15-5530 Gaming Laptop | 119990 | 73.000000 | 13th Gen Intel Core i7 13650HX | 14 Cores (6P + 8E) | 16GB | DDR5 | 512GB | SSD | 6GB NVIDIA GeForce RTX 4050 | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 884 | 922 | 1011 | Dell | G16-7630 Gaming Laptop | 187490 | 79.000000 | 13th Gen Intel Core i9 13900HX | 24 Cores (8P + 16E), 32 Threads | 16GB | DDR5 | 1TB | SSD | 8GB NVIDIA GeForce RTX 4060 | 16.0 | 2560.0 | 1600.0 | Windows 11 OS | 1 |
| 885 | 923 | 1012 | Dell | G15-5530 2023 Gaming Laptop | 125699 | 75.000000 | 13th Gen Intel Core i7 13650HX | 14 Cores (6P + 8E) | 16GB | DDR5 | 512GB | SSD | 6GB NVIDIA GeForce RTX 4050 | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 886 | 924 | 1013 | Acer | Aspire Vero AV14-52P NX.KJTSI.002 Laptop | 49990 | 69.323529 | 13th Gen Intel Core i3 1315U | Hexa Core (2P + 4E), 8 Threads | 16GB | LPDDR4X | 512GB | SSD | Intel Integrated UHD | 14.0 | 1920.0 | 1080.0 | Windows OS | 1 |
| 887 | 925 | 1014 | Acer | Aspire 5 A515-58M NX.KHGSI.002 Gaming Laptop | 56990 | 69.323529 | 13th Gen Intel Core i5 1335U | 10 Cores (2P + 8E), 12 Threads | 16GB | LPDDR5 | 512GB | SSD | Intel Integrated Iris Xe | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 888 | 926 | 1015 | Asus | Vivobook 15X 2023 K3504VAB-NJ321WS Laptop | 44990 | 69.323529 | 13th Gen Intel Core i3 1315U | Hexa Core (2P + 4E), 8 Threads | 8GB | DDR4 | 512GB | SSD | Integrated Intel UHD Graphics | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 889 | 927 | 1016 | Asus | TUF A15 FA577RM-HQ032WS Laptop | 110000 | 71.000000 | 6th Gen AMD Ryzen 7 6800H | Octa Core, 16 Threads | 16GB | DDR | 1TB | SSD | 6GB NVIDIA GeForce RTX 3060 | 15.6 | 2560.0 | 1440.0 | Windows 11 OS | 1 |
| 890 | 928 | 1017 | Asus | ROG Zephyrus G14 2023 GA402XV-N2034WS Gaming Laptop | 189990 | 89.000000 | 7th Gen AMD Ryzen 9 7940HS | Octa Core, 16 Threads | 32GB | DDR5 | 1TB | SSD | 8GB NVIDIA GeForce RTX 4060 | 14.0 | 2560.0 | 1600.0 | Windows 11 OS | 1 |
| 891 | 929 | 1018 | Asus | TUF Gaming F15 2023 FX507VU-LP083WS Gaming Laptop | 129990 | 73.000000 | 13th Gen Intel Core i7 13700H | 14 Cores (6P + 8E), 20 Threads | 16GB | DDR4 | 512GB | SSD | 6GB NVIDIA GeForce RTX 4050 | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |
| 892 | 930 | 1019 | Asus | TUF Gaming A15 2023 FA577XU-LP041WS Gaming Laptop | 131990 | 84.000000 | 7th Gen AMD Ryzen 9 7940HS | Octa Core, 16 Threads | 16GB | DDR4 | 1TB | SSD | 6GB NVIDIA GeForce RTX 4050 | 15.6 | 1920.0 | 1080.0 | Windows 11 OS | 1 |